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Comparative analysis of deep learning and graph cut algorithms for cell image segmentation
(2020-08-01)
Image segmentation is a commonly used technique in digital image processing with many applications in the area of computer vision and medical image analysis. The goal of image segmentation is to partition an image into ...
Group representation learning for group recommendation
(2021-01-01)
Group recommender systems facilitate group decision making for a set of individuals (e.g., a group of friends, a team, a corporation, etc.). Existing group recommendation methods mostly learn group members' individual ...
Characterizing Plankton communities in Lake Ontario coastal wetlands along an urban land-use gradient
(2020-04-01)
This thesis presents the results of a study on the effect of habitat condition and water quality on plankton communities across an urban land-use gradient in the Lake Ontario coastal wetlands: Frenchman’s Bay, Lynde Marsh, ...
Understanding the carbon morphology in sulfonated-silica ceramic carbon electrodes for the PEM fuel cell device
(2020-03-01)
Using hydrogen and oxygen gas, the fuel cell is a device that converts chemical energy into electrical energy. Particularly, the proton exchange membrane fuel cell, has multiple components, all that are consistently being ...
Polymorphic Adversarial DDoS attack on IDS using GAN
(2020-12-01)
IDS are essential components in preventing malicious traffic from penetrating networks. IDS have been rapidly enhancing their detection ability using ML algorithms. As a result, attackers look for new methods to evade the ...
Brønsted Acid-Catalyzed Reactions of Vinylboronic Acids and Benzhydryl Alcohols
(2020-04-01)
The functionalization of benzhydryl alcohols is an approach to form important building blocks in organic synthesis. More specifically, the derivatization of benzhydryl alcohols to afford an alkene is a desired approach due ...
A big data and online health analytics framework extended to integrate clinical and countermeasure decision support
(2022-03-01)
Computing frameworks that utilize big data analytics to support Clinical Decision Support Systems (CDSS) have proven to impact human lives in applications on Earth and in space. In the application of Space Medicine Decision ...
Templated N-doped carbon materials for energy storage and conversion: synthesis and characterization studies
(2020-08-01)
Sustainable energy sources are necessary to decrease the environmental problems associated with fossil fuels. Modified mesoporous carbon materials have been studied with aims of improving the performance of energy conversion ...
MAVIDS: an intelligent intrusion detection system for autonomous unmanned aerial vehicles
(2021-07-01)
Unmanned Aerial Vehicles (UAVs) face a large threat landscape, being used in numerous industries in hostile environments while relying on wireless communication. As attacks against UAVs increase, an intelligent Intrusion ...
Investigation of KimiaNet's and DenseNet's deep features in lung cancer subtypes
(2020-12-01)
Deep neural networks (DNN) have extended applications in the _eld of digital pathology. One of which is to act as feature extractors for content-based image retrieval (CBIR) systems. Therefore, it is necessary to investigate ...